Rough Branch is a stream located in Greene County, Tennessee. It appears on the Hot Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,145.08 feet (653.82 m) above sea level. The nearest populated place is Hayesville, approximately 2.3 miles to the N.